Data collection is the critical first step in the lifecycle of any rigorous empirical
investigation. Whether executing a qualitative sociological study, a large-scale
epidemiological survey, or developing complex machine learning algorithms, the
integrity of the final conclusion is entirely dependent upon the caliber of the data
collected.
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